



'''simple docstring'''

import pickle
import shutil
import tempfile
import unittest

from transformers import SPIECE_UNDERLINE, XGLMTokenizer, XGLMTokenizerFast
from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, slow
from transformers.utils import cached_property

from ...test_tokenization_common import TokenizerTesterMixin


SCREAMING_SNAKE_CASE__     :						Any	=  get_tests_dir('''fixtures/test_sentencepiece.model''')

@require_sentencepiece
@require_tokenizers
class 							a__( snake_case__   ,      unittest.TestCase     ):
			a_	: List[Any]									=      XGLMTokenizer
			a_	: Optional[int]									=      XGLMTokenizerFast
			a_	: Optional[Any]									=      True
			a_	: Any									=      True






			def 						_lowercase  (     self						)							->							Optional[int]:
					super().setUp()

					# We have a SentencePiece fixture for testing
					snake_case__	     =XGLMTokenizer(_UpperCAmelCase					,   keep_accents=_UpperCAmelCase						)
					tokenizer.save_pretrained(self.tmpdirname						)






			def 						_lowercase  (     self						)							->							Dict:
					snake_case__	     ='<pad>'
					snake_case__	     =1

					self.assertEqual(self.get_tokenizer()._convert_token_to_id(_UpperCAmelCase						)					,   _UpperCAmelCase						)
					self.assertEqual(self.get_tokenizer()._convert_id_to_token(_UpperCAmelCase						)					,   _UpperCAmelCase						)






			def 						_lowercase  (     self						)							->							str:
					snake_case__	     =list(self.get_tokenizer().get_vocab().keys()						)

					self.assertEqual(vocab_keys[0]					,   '<s>'						)
					self.assertEqual(vocab_keys[1]					,   '<pad>'						)
					self.assertEqual(len(_UpperCAmelCase						)					,   1008						)






			def 						_lowercase  (     self						)							->							Union[str, Any]:
					self.assertEqual(self.get_tokenizer().vocab_size					,   1008						)






			def 						_lowercase  (     self						)							->							Union[str, Any]:
					snake_case__	     =XGLMTokenizer(_UpperCAmelCase					,   keep_accents=_UpperCAmelCase						)

					snake_case__	     =tokenizer.tokenize('This is a test'						)
					self.assertListEqual(_UpperCAmelCase					,   ['▁This', '▁is', '▁a', '▁t', 'est']						)

					self.assertListEqual(
					    tokenizer.convert_tokens_to_ids(_UpperCAmelCase						)					,   [value + tokenizer.fairseq_offset for value in [285, 46, 10, 170, 382]]					,   )

					snake_case__	     =tokenizer.tokenize('I was born in 92000, and this is falsé.'						)
					self.assertListEqual(
					    _UpperCAmelCase					,   [
					        SPIECE_UNDERLINE + 'I',
					        SPIECE_UNDERLINE + 'was',
					        SPIECE_UNDERLINE + 'b',
					        'or',
					        'n',
					        SPIECE_UNDERLINE + 'in',
					        SPIECE_UNDERLINE + '',
					        '9',
					        '2',
					        '0',
					        '0',
					        '0',
					        ',',
					        SPIECE_UNDERLINE + 'and',
					        SPIECE_UNDERLINE + 'this',
					        SPIECE_UNDERLINE + 'is',
					        SPIECE_UNDERLINE + 'f',
					        'al',
					        's',
					        'é',
					        '.',
					    ]					,   )
					snake_case__	     =tokenizer.convert_tokens_to_ids(_UpperCAmelCase						)
					self.assertListEqual(
					    _UpperCAmelCase					,   [
					        value + tokenizer.fairseq_offset
					        for value in [8, 21, 84, 55, 24, 19, 7, 2, 602, 347, 347, 347, 3, 12, 66, 46, 72, 80, 6, 2, 4]
					    ]					,   )

					snake_case__	     =tokenizer.convert_ids_to_tokens(_UpperCAmelCase						)
					self.assertListEqual(
					    _UpperCAmelCase					,   [
					        SPIECE_UNDERLINE + 'I',
					        SPIECE_UNDERLINE + 'was',
					        SPIECE_UNDERLINE + 'b',
					        'or',
					        'n',
					        SPIECE_UNDERLINE + 'in',
					        SPIECE_UNDERLINE + '',
					        '<unk>',
					        '2',
					        '0',
					        '0',
					        '0',
					        ',',
					        SPIECE_UNDERLINE + 'and',
					        SPIECE_UNDERLINE + 'this',
					        SPIECE_UNDERLINE + 'is',
					        SPIECE_UNDERLINE + 'f',
					        'al',
					        's',
					        '<unk>',
					        '.',
					    ]					,   )






			@cached_property
			def 						_lowercase  (     self						)							->							Tuple:
					return XGLMTokenizer.from_pretrained('facebook/xglm-564M'						)






			def 						_lowercase  (     self						)							->							List[str]:
					with tempfile.NamedTemporaryFile() as f:
							shutil.copyfile(_UpperCAmelCase					,   f.name						)
							snake_case__	     =XGLMTokenizer(f.name					,   keep_accents=_UpperCAmelCase						)
							snake_case__	     =pickle.dumps(_UpperCAmelCase						)
					pickle.loads(_UpperCAmelCase						)






			def 						_lowercase  (     self						)							->							Optional[int]:
					if not self.test_rust_tokenizer:
							return

					snake_case__	     =self.get_tokenizer()
					snake_case__	     =self.get_rust_tokenizer()

					snake_case__	     ='I was born in 92000, and this is falsé.'

					snake_case__	     =tokenizer.tokenize(_UpperCAmelCase						)
					snake_case__	     =rust_tokenizer.tokenize(_UpperCAmelCase						)
					self.assertListEqual(_UpperCAmelCase					,   _UpperCAmelCase						)

					snake_case__	     =tokenizer.encode(_UpperCAmelCase					,   add_special_tokens=_UpperCAmelCase						)
					snake_case__	     =rust_tokenizer.encode(_UpperCAmelCase					,   add_special_tokens=_UpperCAmelCase						)
					self.assertListEqual(_UpperCAmelCase					,   _UpperCAmelCase						)

					snake_case__	     =self.get_rust_tokenizer()
					snake_case__	     =tokenizer.encode(_UpperCAmelCase						)
					snake_case__	     =rust_tokenizer.encode(_UpperCAmelCase						)
					self.assertListEqual(_UpperCAmelCase					,   _UpperCAmelCase						)






			@slow
			def 						_lowercase  (     self						)							->							int:
					snake_case__	     ='Hello World!'
					snake_case__	     =[2, 3_1227, 4447, 35]

					self.assertListEqual(_UpperCAmelCase					,   self.big_tokenizer.encode(_UpperCAmelCase						)						)






			@slow
			def 						_lowercase  (     self						)							->							List[str]:
					snake_case__	     =(
					    'This is a very long text with a lot of weird characters, such as: . , ~ ? ( ) " [ ] ! : - . Also we will'
					    ' add words that should not exsist and be tokenized to unk, such as saoneuhaoesuth'
					)
					# fmt: off
					snake_case__	     =[2, 1018, 67, 11, 1988, 2617, 5631, 278, 11, 3407, 48, 7_1630, 2_8085, 4, 3234, 157, 13, 6, 5, 6, 4, 3526, 768, 15, 659, 57, 298, 3983, 864, 129, 21, 6, 5, 1_3675, 377, 652, 7580, 1_0341, 155, 2817, 422, 1666, 7, 1674, 53, 113, 20_2277, 1_7892, 33, 60, 87, 4, 3234, 157, 61, 2667, 5_2376, 19, 88, 23, 735]
					# fmt: on

					self.assertListEqual(_UpperCAmelCase					,   self.big_tokenizer.encode(_UpperCAmelCase						)						)






			@slow
			def 						_lowercase  (     self						)							->							List[Any]:
					# fmt: off
					snake_case__	     ={
					    'input_ids': [[2, 10_8825, 1163, 15, 8_8010, 473, 1_5898, 157, 1_3672, 1857, 312, 8, 23_8021, 1163, 53, 1_3672, 1857, 312, 8, 5_3283, 18_2396, 8, 1_8566, 16, 3_6733, 4101, 8, 230, 24_4017, 12_2553, 7, 15, 13_2597, 4, 293, 1_2511, 7610, 4, 3414, 13_2597, 9, 4, 3_2361, 362, 4, 734, 2_8512, 3_2569, 18, 4, 3_2361, 2_6096, 1_4982, 73, 1_8715, 2_1433, 23_5261, 15, 492, 1_2427, 16, 53, 1_8715, 2_1433, 6_5454, 15, 2_3659, 563, 16, 278, 597, 2843, 595, 7931, 18_2396, 6_4186, 22, 886, 595, 13_2981, 53, 2_5540, 3449, 4_3982, 3_9901, 5951, 878, 330, 4, 2_7694, 8_0269, 312, 53, 6517, 1_1780, 611, 2_0408, 5], [2, 6, 13_2597, 67, 4_2897, 33, 592, 8, 16_3729, 2_5540, 361, 13_6997, 10_9514, 17_3230, 7, 501, 60, 10_2913, 196, 5631, 235, 6_3243, 473, 6, 23_1757, 74, 5277, 7905, 53, 3095, 3_7317, 22, 454, 18_3874, 5], [2, 268, 3_1298, 4_6530, 6, 13_2935, 4_3831, 7, 597, 32, 24, 3688, 9865, 5]],
					    'attention_mask': [[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]]
					}  # noqa: E501
					# fmt: on

					self.tokenizer_integration_test_util(
					    expected_encoding=_UpperCAmelCase					,   model_name='facebook/xglm-564M'					,   padding=_UpperCAmelCase					,   )









'''simple docstring'''

import os

SCREAMING_SNAKE_CASE__     :						Optional[Any]	=  {'''I''': 1, '''V''': 5, '''X''': 1_0, '''L''': 5_0, '''C''': 1_0_0, '''D''': 5_0_0, '''M''': 1_0_0_0}






def 				a  (     UpperCamelCase_    :    str			)       ->	int:
		snake_case__	     =0

		snake_case__	     =0
		while index < len(UpperCamelCase_			) - 1:
				snake_case__	     =SYMBOLS[numerals[index]]
				snake_case__	     =SYMBOLS[numerals[index + 1]]
				if current_value < next_value:
						total_value -= current_value
				else:
						total_value += current_value
				index += 1
		total_value += SYMBOLS[numerals[index]]

		return total_value






def 				a  (     UpperCamelCase_    :    int			)       ->	str:
		snake_case__	     =''

		snake_case__	     =num // 1000
		numerals += m_count * "M"
		num %= 1000

		snake_case__	     =num // 100
		if c_count == 9:
				numerals += "CM"
				c_count -= 9
		elif c_count == 4:
				numerals += "CD"
				c_count -= 4
		if c_count >= 5:
				numerals += "D"
				c_count -= 5
		numerals += c_count * "C"
		num %= 100

		snake_case__	     =num // 10
		if x_count == 9:
				numerals += "XC"
				x_count -= 9
		elif x_count == 4:
				numerals += "XL"
				x_count -= 4
		if x_count >= 5:
				numerals += "L"
				x_count -= 5
		numerals += x_count * "X"
		num %= 10

		if num == 9:
				numerals += "IX"
				num -= 9
		elif num == 4:
				numerals += "IV"
				num -= 4
		if num >= 5:
				numerals += "V"
				num -= 5
		numerals += num * "I"

		return numerals






def 				a  (     UpperCamelCase_    :    str = "/p089_roman.txt"			)       ->	int:
		snake_case__	     =0

		with open(os.path.dirname(UpperCamelCase_			) + roman_numerals_filename			) as filea:
				snake_case__	     =filea.readlines()

		for line in lines:
				snake_case__	     =line.strip()
				snake_case__	     =parse_roman_numerals(UpperCamelCase_			)
				snake_case__	     =generate_roman_numerals(UpperCamelCase_			)
				savings += len(UpperCamelCase_			) - len(UpperCamelCase_			)

		return savings


if __name__ == "__main__":
			print(f"""{solution() = }""")




